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AI Automation

OCR and AI for Business Documents

OCR turns a picture into text. Document AI decides which text is the invoice number, the tax line or the quantity on a challan. The business result is a record in your system, with the original file still attached and a person checking what the model should not guess.

8 min read ·

Documents that are worth the project

Start where volume is real and the destination is clear: supplier invoices, goods-inward challans, purchase orders, onboarding forms. A one-off contract is usually not the first workflow.

What good extraction includes

Header fields and line items, a match to a vendor or a lot, and a confidence rule. Low confidence and failed matches go to a queue. High confidence can post only if you have said that field is allowed to post.

Textile floors and office desks

The same design works for a photographed process challan and for a PDF invoice. Test with the images your team actually sends. A clean sample from the vendor’s website will lie to you.

Next step

If you want this built, the OCR automation page describes the service. If the document is only one step in a longer process, start from AI automation instead.

Frequently asked questions

Is OCR enough on its own?

For a searchable archive, sometimes. For accounts or stock, no. You need the field mapping, the business check and a person for the documents that fail.

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